Shadows in the Code: Exploring the Risks and Defenses of LLM-based Multi-Agent Software Development Systems

This article from ArXiv focuses on the risks and defenses associated with LLM-based multi-agent software development systems. The title suggests a focus on potential vulnerabilities and security aspects within this emerging field. The research likely delves into the challenges of using LLMs in collaborative software development, potentially including issues like code quality, security flaws, and the reliability of the generated code. The 'defenses' aspect indicates an exploration of mitigation strategies and best practices.